{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cfb82c9c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-24T11:57:48.161790Z",
     "start_time": "2024-06-24T11:57:46.904083Z"
    }
   },
   "outputs": [],
   "source": [
    "from module.plot_travel_chain import *\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2166e35e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-24T11:58:01.805268Z",
     "start_time": "2024-06-24T11:57:48.162796Z"
    }
   },
   "outputs": [],
   "source": [
    "travel_data_path = \"data/cut_data/4194160//4194160.csv\"\n",
    "column_names = ['id', 'time', 'longitude', 'latitude', 'transport']\n",
    "travel_data = pd.read_csv(travel_data_path,header=None, names=column_names)\n",
    "\n",
    "plot_graph = ox.graph_from_xml(\"data/cut_data/4194160/4194160.osm\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "548ee664",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-24T11:58:01.811429Z",
     "start_time": "2024-06-24T11:58:01.805268Z"
    }
   },
   "outputs": [],
   "source": [
    "plot_module = plot_travel_chain(travel_data,plot_graph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "66b0dae9",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-06-24T11:58:36.036775Z",
     "start_time": "2024-06-24T11:58:01.813524Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax = plot_module.plot_travel_chain()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5de79e99-accd-40ed-8c21-ec07b9943a88",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
